Tagged articles

progressive loading

3 articles · Page 1 of 1

Jul 7, 2026 · Artificial Intelligence

Feeding 20,000 Lines of Skill to Claude Code Supercharges Its Code Review

The article introduces the open‑source code‑review‑skill for Claude Code, explains its progressive loading of language‑specific guides, four‑stage review process, severity tagging, security checks, collaborative tone, and automation, and shows how installing the skill dramatically improves AI‑driven code review accuracy across multiple languages.

AI code reviewClaude Codecode-review-skill

0 likes · 8 min read

Feeding 20,000 Lines of Skill to Claude Code Supercharges Its Code Review

James' Growth Diary

Jun 11, 2026 · Artificial Intelligence

Why a 500‑Line Skill Outperforms a 1000‑Line One: From Using AI to Teaching It

The article explains how turning ad‑hoc prompts into reusable, structured Skills solves five major pain points, introduces a three‑level progressive loading design, and provides six concrete writing techniques that make a 500‑line Skill more effective and token‑efficient than a 1000‑line version.

AI Skill ManagementBest PracticesRule vs Skill

0 likes · 28 min read

Why a 500‑Line Skill Outperforms a 1000‑Line One: From Using AI to Teaching It

AI Cyberspace

Feb 16, 2026 · Artificial Intelligence

Unlocking Claude’s Power: A Deep Dive into Agent Skills and Their Architecture

This article explains the concept, design, implementation, and best‑practice guidelines of Anthropic’s Claude Agent Skills, compares them with the MCP protocol, and provides practical instructions for creating, installing, and using Skills to extend large‑language‑model capabilities efficiently.

Agent SkillsClaudeLLM

0 likes · 18 min read

Unlocking Claude’s Power: A Deep Dive into Agent Skills and Their Architecture